Main
Lucas Ferreira Paiva
Motivated data scientist with 3+ years of experience. Passionate about building models that fix problems. I believe that a diversified training goes beyond technical knowledge, providing a more humanistic and integral vision.
Education
Master in Computer Science
Department of Informatics – Center for Exact and Technological Sciences – Federal University of Viçosa
Viçosa, MG, Brazil
current - 2020
- CAPES Scholarship 2020-2022
- Research project: Automatic Rhythm Estimation to Assist the Deaf in Learning Forró Dance
Specialization in Data Science for the Aeronautical Industry
Informatics Center – Federal University of Pernambuco
Recife, PE, Brazil
current - 2022
- Fade-UFPE Scholarship 2022-current
Bachelor degree in Electrical Engineering
Department of Electrical Engineering – Federal University of Viçosa
Viçosa, MG, Brazil
2020 - 2014
- FUNARBEN Scholarship 2017-2018 and 2018-2019.
- Undergraduate Thesis: Forró musical bar estimation using multilayer perceptron network. Advisor: Rodolfo Neves.
Selected Projects
Music recognition tool to assist in the teaching and practice of forró for Deaf people
Federal University of Viçosa
Viçosa, MG, Brazil
current - 2019
Use of artificial intelligence for scientific competitions and dissemination: “NIASIA” Team
Department of Electrical Engineering – Federal University of Viçosa
Viçosa, MG, Brazil
2022 - 2020
- A multidisciplinary team that participates in AI competitions on the Kaggle platform.
Towards an Effective Learning: Evaluating the efficiency of alternative strategies in ecology teaching
Federal University of Viçosa
Viçosa, MG, Brazil
2019 - 2016
Disclaimer
Made w/ pagedown and datadrivencv.
Source code: github.com/lucas-fpaiva/resumeL.
Last updated on 2022-07-15.
Teaching Experience
Teaching Assistant (TA) - Course: Undergraduate Thesis Project - Bachelor Program in Electrical Engineering
Department of Electrical Engineering – Federal University of Viçosa
Viçosa, MG, Brazil
2022
Teaching Assistant (TA) - Course: Signals and Systems Electrical Machines II - Bachelor Program in Electrical Engineering
Department of Electrical Engineering – Federal University of Viçosa
Viçosa, MG, Brazil
2021
Selected Oral Communications
Uso de aumento de dados em modelos convolucionais de classificação de sons ambientes: Uma breve revisão
Simpósio de Integração Acadêmica
Online
2021
Uso de inteligência artificial para estimar a duração do compasso de músicas de forró
Simpósio de Integração Acadêmica
Online
2020
Ferramenta de Sinalização do Andamento de Músicas de Forró para Surdos
Setembro azul sobre a inserção no mundo acadêmico: e os surdos, onde estão?
Viçosa, MG, Brazil
2019
Scientific Publications
Towards a device for helping deaf people to dance: estimation of forro bar length using artificial neural network
IEEE Latin America Transactions
N/A
2022
- Manuscript detailing a model that was able to estimate the length of the forro music bar length, even with real noise.
- DOI: 10.1109/TLA.2022.9757740
FluxPRT: An Adaptable and Extensible Proteomics LIMS
Advances in Bioinformatics and Computational Biology
N/A
2021
Estimação do compasso musical do forró utilizando rede perceptron multicamadas
XXIII Brazilian Conference on Automation (CBA)
N/A
2020
- Manuscript detailing a estimation of the bar lenght in forró songs using a multilayer perceptron network.
- DOI: 10.48011/asba.v2i1.1331